Two ~500B MoE Post-Training Designs Compared: Separate RL Runs vs Joint RL

himanshustwts · x · 2026-11-08

A comparison of post-training design between two 500B MoE models: the "beam" approach runs one big capability RL pass plus a separate alignment expert merged via multi-teacher on-policy distillation, while "inkling 2 small" trains everything including alignment in a single joint RL run — a contrast with its predecessor's separate runs + multi-teacher distillation.

Original post →

More from Models

Models channel →